Improving generalization by controlling label-noise information in neural network weights.
☆40Nov 20, 2020Updated 5 years ago
Alternatives and similar repositories for limit-label-memorization
Users that are interested in limit-label-memorization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fast Training of Support Vector Machines for Survival Analysis☆11Dec 28, 2016Updated 9 years ago
- Implementation for <Regularizing Neural Networks via Minimizing Hyperspherical Energy> in CVPR'20.☆24Jun 23, 2020Updated 5 years ago
- Code for NeurIPS 2019 Paper, "L_DMI: An Information-theoretic Noise-robust Loss Function"☆120Jun 6, 2023Updated 2 years ago
- This is an official implementation of our CVPR 2020 paper "Non-Local Neural Networks With Grouped Bilinear Attentional Transforms".☆12Jan 30, 2021Updated 5 years ago
- This repository has moved to: https://github.com/tkipf/c-swm☆27Jan 5, 2020Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆13Jan 8, 2020Updated 6 years ago
- ICML 2019: Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels☆91Dec 10, 2020Updated 5 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆101Mar 9, 2020Updated 6 years ago
- Official Implementation of ICML 2019 Unsupervised label noise modeling and loss correction☆225Jul 30, 2020Updated 5 years ago
- Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".☆20Dec 28, 2021Updated 4 years ago
- CVPR'20: Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization☆127Oct 24, 2023Updated 2 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Nov 2, 2021Updated 4 years ago
- Code for the paper "Selecting Relevant Features from a Universal Representation for Few-shot Classification"☆41Apr 8, 2021Updated 4 years ago
- Role-Wise Data Augmentation for Knowledge Distillation☆19Nov 22, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- This is the official implementation of the ICML 2023 paper - Can Forward Gradient Match Backpropagation ?☆13May 31, 2023Updated 2 years ago
- ☆25May 20, 2020Updated 5 years ago
- Triplet Loss for Knowledge Distillation☆18Sep 4, 2022Updated 3 years ago
- CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images☆29Oct 9, 2018Updated 7 years ago
- Out-of-distribution generalization benchmarks for image recognition models☆14Apr 5, 2020Updated 5 years ago
- Matlab codes of GTH☆11Apr 18, 2019Updated 6 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆576Sep 14, 2020Updated 5 years ago
- Pytorch code for our NeurIPS 2019 paper "Cross-channel Communication Networks"☆41Dec 13, 2019Updated 6 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Apr 25, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆23Jun 22, 2017Updated 8 years ago
- Pytorch implementation of "Compact Global Descriptor for Neural Networks" (CGD).☆25Jan 9, 2025Updated last year
- Code for our paper "Prune and Replace NAS"☆17Jun 26, 2019Updated 6 years ago
- Algorithm to simulate resection surgery on brain MRI scans. Published in MICCAI 2020, extended in IJCARS.☆14Jan 22, 2026Updated 2 months ago
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆63Jan 7, 2021Updated 5 years ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Jul 22, 2021Updated 4 years ago
- PyTorch implementation of Probabilistic End-to-end Noise Correction for Learning with Noisy Labels, CVPR 2019.☆140Jul 5, 2019Updated 6 years ago
- Implementation of Bayesian Sum-Product Networks☆13May 19, 2020Updated 5 years ago